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[TLDR] Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration
A multi-agent approach for scalable knowledge integration surpassing LLM context window limits
May 27, 2025
[TLDR] Who Reasons in the Large Language Models?
Probing Reasoning Localization in Transformer Architectures with Diagnostic Tools
May 27, 2025
[TLDR] Hardware-Efficient Attention for Fast Decoding
Optimizing Latency and Throughput in LLM Decoding with GTA & GLA
May 27, 2025
[TLDR] Large Language Models Miss the Multi-Agent Mark
Why Current MAS LLMs Research Falls Short of Classical Multi-Agent Systems Principles
May 27, 2025
[TLDR] KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models
Combining Large Language Models and Food Knowledge Graphs for Personalized Food Recommendation and Recipe Generation
May 20, 2025
[TLDR] Choosing a Model, Shaping a Future: Comparing LLM Perspectives on Sustainability and its Relationship with AI
How different LLMs conceptualize sustainability and the implications for AI-driven decision-making
May 20, 2025
[TLDR] Think Only When You Need with Large Hybrid-Reasoning Models
Adaptive Hybrid-Reasoning in Large Language Models for Efficient Problem Solving
May 20, 2025
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